University of Cambridge > > Isaac Newton Institute Seminar Series > Time-Varying Optimization: Algorithms and Applications in Power Systems

Time-Varying Optimization: Algorithms and Applications in Power Systems

Add to your list(s) Download to your calendar using vCal

If you have a question about this talk, please contact INI IT.

MESW01 - Flexible operation and advanced control for energy systems

Continuously varying optimization programs have appeared as a natural extension of time-invariant ones when the cost function, the constraints, or both, depend on a time parameter and change continuously in time. This setting captures relevant control, signal processing, and machine learning problems. Recently, running and prediction-correction methods have been put forward to set up iterative algorithms that sample the continuously-varying optimization program at discrete time steps track the optimizer(s) trajectory while it evolves in time up to an asymptotical error bound.In this talk, we will review current state-of-the-art algorithms in time-varying optimization, with a special emphasis on applications in power grids. We will touch upon time-varying AC optimal power flow problems, real-time optimization of aggregations of distributed energy resources, as well as dynamic distribution state estimation.

This talk is part of the Isaac Newton Institute Seminar Series series.

Tell a friend about this talk:

This talk is included in these lists:

Note that ex-directory lists are not shown.


© 2006-2024, University of Cambridge. Contact Us | Help and Documentation | Privacy and Publicity